Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 299264 |
| Missing cells | 9072827 |
| Missing cells (%) | 77.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 89.0 MiB |
| Average record size in memory | 312.0 B |
Variable types
| NUM | 38 |
|---|---|
| BOOL | 1 |
Lactate is highly correlated with ALP and 1 other fields | High correlation |
ALP is highly correlated with Lactate | High correlation |
Cholesterol is highly correlated with SaO2 | High correlation |
SaO2 is highly correlated with Cholesterol | High correlation |
TroponinI is highly correlated with PaO2 and 1 other fields | High correlation |
PaO2 is highly correlated with TroponinI | High correlation |
Weight has 170660 (57.0%) missing values | Missing |
GCS has 237701 (79.4%) missing values | Missing |
HR has 70738 (23.6%) missing values | Missing |
NIDiasABP has 201157 (67.2%) missing values | Missing |
NIMAP has 202438 (67.6%) missing values | Missing |
NISysABP has 201107 (67.2%) missing values | Missing |
RespRate has 244280 (81.6%) missing values | Missing |
Temp has 213115 (71.2%) missing values | Missing |
Urine has 163906 (54.8%) missing values | Missing |
HCT has 281007 (93.9%) missing values | Missing |
BUN has 285357 (95.4%) missing values | Missing |
Creatinine has 285290 (95.3%) missing values | Missing |
Glucose has 286253 (95.7%) missing values | Missing |
HCO3 has 285663 (95.5%) missing values | Missing |
Mg has 285679 (95.5%) missing values | Missing |
Platelets has 285169 (95.3%) missing values | Missing |
K has 284834 (95.2%) missing values | Missing |
Na has 285704 (95.5%) missing values | Missing |
WBC has 286364 (95.7%) missing values | Missing |
pH has 274920 (91.9%) missing values | Missing |
PaCO2 has 275971 (92.2%) missing values | Missing |
PaO2 has 275996 (92.2%) missing values | Missing |
DiasABP has 154378 (51.6%) missing values | Missing |
FiO2 has 266874 (89.2%) missing values | Missing |
MAP has 155399 (51.9%) missing values | Missing |
SysABP has 154299 (51.6%) missing values | Missing |
SaO2 has 291079 (97.3%) missing values | Missing |
Albumin has 296909 (99.2%) missing values | Missing |
ALP has 296174 (99.0%) missing values | Missing |
ALT has 296089 (98.9%) missing values | Missing |
AST has 296084 (98.9%) missing values | Missing |
Bilirubin has 296074 (98.9%) missing values | Missing |
Lactate has 291240 (97.3%) missing values | Missing |
Cholesterol has 298949 (99.9%) missing values | Missing |
TroponinI has 298829 (99.9%) missing values | Missing |
TroponinT has 297141 (99.3%) missing values | Missing |
Time has 4000 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-09-16 07:04:42.767534 |
|---|---|
| Analysis finished | 2020-09-16 07:09:06.228209 |
| Duration | 4 minutes and 23.46 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
PATIENT_ID
Real number (ℝ≥0)
| Distinct | 4000 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137611.3623 |
|---|---|
| Minimum | 132539 |
| Maximum | 142673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 132539 |
|---|---|
| 5-th percentile | 133040 |
| Q1 | 135086 |
| median | 137624 |
| Q3 | 140104 |
| 95-th percentile | 142173 |
| Maximum | 142673 |
| Range | 10134 |
| Interquartile range (IQR) | 5018 |
Descriptive statistics
| Standard deviation | 2918.552296 |
|---|---|
| Coefficient of variation (CV) | 0.02120865783 |
| Kurtosis | -1.189315839 |
| Mean | 137611.3623 |
| Median Absolute Deviation (MAD) | 2517 |
| Skewness | -0.001583574786 |
| Sum | 4.118212672e+10 |
| Variance | 8517947.503 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 135365 | 203 | 0.1% | |
| 134038 | 190 | 0.1% | |
| 133780 | 186 | 0.1% | |
| 140668 | 171 | 0.1% | |
| 137516 | 168 | 0.1% | |
| 139030 | 167 | 0.1% | |
| 139668 | 163 | 0.1% | |
| 136383 | 162 | 0.1% | |
| 133959 | 160 | 0.1% | |
| 141218 | 160 | 0.1% | |
| Other values (3990) | 297534 | 99.4% |
| Value | Count | Frequency (%) | |
| 132539 | 51 | < 0.1% | |
| 132540 | 94 | < 0.1% | |
| 132541 | 71 | < 0.1% | |
| 132543 | 69 | < 0.1% | |
| 132545 | 51 | < 0.1% |
| Value | Count | Frequency (%) | |
| 142673 | 151 | 0.1% | |
| 142671 | 67 | < 0.1% | |
| 142670 | 67 | < 0.1% | |
| 142667 | 30 | < 0.1% | |
| 142665 | 78 | < 0.1% |
| Distinct | 2881 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.58836891 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros | 4000 |
| Zeros (%) | 1.3% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.466666667 |
| Q1 | 8.683333333 |
| median | 20.5 |
| Q3 | 33.8 |
| 95-th percentile | 45.08333333 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 25.11666667 |
Descriptive statistics
| Standard deviation | 14.2227636 |
|---|---|
| Coefficient of variation (CV) | 0.6588160349 |
| Kurtosis | -1.214875 |
| Mean | 21.58836891 |
| Median Absolute Deviation (MAD) | 12.45 |
| Skewness | 0.1862090628 |
| Sum | 6460621.633 |
| Variance | 202.2870045 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4000 | 1.3% | |
| 3.083333333 | 178 | 0.1% | |
| 2.25 | 174 | 0.1% | |
| 3.25 | 174 | 0.1% | |
| 2.333333333 | 174 | 0.1% | |
| 2.833333333 | 172 | 0.1% | |
| 2.133333333 | 171 | 0.1% | |
| 2.5 | 171 | 0.1% | |
| 2.85 | 169 | 0.1% | |
| 1.5 | 168 | 0.1% | |
| Other values (2871) | 293713 | 98.1% |
| Value | Count | Frequency (%) | |
| 0 | 4000 | 1.3% | |
| 0.01666666667 | 110 | < 0.1% | |
| 0.03333333333 | 97 | < 0.1% | |
| 0.05 | 108 | < 0.1% | |
| 0.06666666667 | 115 | < 0.1% |
| Value | Count | Frequency (%) | |
| 48 | 76 | < 0.1% | |
| 47.98333333 | 86 | < 0.1% | |
| 47.96666667 | 79 | < 0.1% | |
| 47.95 | 78 | < 0.1% | |
| 47.93333333 | 63 | < 0.1% |
| Distinct | 992 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 170660 |
| Missing (%) | 57.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.75259836 |
|---|---|
| Minimum | 21.7 |
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 21.7 |
|---|---|
| 5-th percentile | 51.3 |
| Q1 | 67.1 |
| median | 80.7 |
| Q3 | 96 |
| 95-th percentile | 126.8 |
| Maximum | 300 |
| Range | 278.3 |
| Interquartile range (IQR) | 28.9 |
Descriptive statistics
| Standard deviation | 24.48039017 |
|---|---|
| Coefficient of variation (CV) | 0.2922940977 |
| Kurtosis | 6.227874389 |
| Mean | 83.75259836 |
| Median Absolute Deviation (MAD) | 14.3 |
| Skewness | 1.531532073 |
| Sum | 10770919.16 |
| Variance | 599.2895027 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 70 | 1837 | 0.6% | |
| 80 | 1414 | 0.5% | |
| 60 | 1168 | 0.4% | |
| 73 | 1144 | 0.4% | |
| 65 | 1016 | 0.3% | |
| 90 | 1002 | 0.3% | |
| 100 | 875 | 0.3% | |
| 66 | 851 | 0.3% | |
| 81 | 835 | 0.3% | |
| 82 | 824 | 0.3% | |
| Other values (982) | 117638 | 39.3% | |
| (Missing) | 170660 | 57.0% |
| Value | Count | Frequency (%) | |
| 21.7 | 40 | < 0.1% | |
| 31.7 | 69 | < 0.1% | |
| 32 | 60 | < 0.1% | |
| 34.6 | 60 | < 0.1% | |
| 35 | 45 | < 0.1% |
| Value | Count | Frequency (%) | |
| 300 | 28 | < 0.1% | |
| 280 | 52 | < 0.1% | |
| 253 | 50 | < 0.1% | |
| 235 | 33 | < 0.1% | |
| 230 | 1 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 237701 |
| Missing (%) | 79.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.39871351 |
|---|---|
| Minimum | 3 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 13 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 12 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.973416379 |
|---|---|
| Coefficient of variation (CV) | 0.3485846341 |
| Kurtosis | -0.7475385611 |
| Mean | 11.39871351 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.7229498993 |
| Sum | 701739 |
| Variance | 15.78803772 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 15 | 25542 | 8.5% | |
| 10 | 6169 | 2.1% | |
| 3 | 4699 | 1.6% | |
| 14 | 4552 | 1.5% | |
| 11 | 3912 | 1.3% | |
| 7 | 3777 | 1.3% | |
| 8 | 3358 | 1.1% | |
| 6 | 3056 | 1.0% | |
| 9 | 2941 | 1.0% | |
| 13 | 1944 | 0.6% | |
| Other values (3) | 1613 | 0.5% | |
| (Missing) | 237701 | 79.4% |
| Value | Count | Frequency (%) | |
| 3 | 4699 | 1.6% | |
| 4 | 451 | 0.2% | |
| 5 | 438 | 0.1% | |
| 6 | 3056 | 1.0% | |
| 7 | 3777 | 1.3% |
| Value | Count | Frequency (%) | |
| 15 | 25542 | 8.5% | |
| 14 | 4552 | 1.5% | |
| 13 | 1944 | 0.6% | |
| 12 | 724 | 0.2% | |
| 11 | 3912 | 1.3% |
| Distinct | 191 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 70738 |
| Missing (%) | 23.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.52072499 |
|---|---|
| Minimum | 3.5 |
| Maximum | 219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 3.5 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 75 |
| median | 86 |
| Q3 | 99 |
| 95-th percentile | 120 |
| Maximum | 219 |
| Range | 215.5 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 18.39013063 |
|---|---|
| Coefficient of variation (CV) | 0.2101231523 |
| Kurtosis | 0.7330998208 |
| Mean | 87.52072499 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.5230359405 |
| Sum | 20000761.2 |
| Variance | 338.1969045 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 80 | 8014 | 2.7% | |
| 88 | 6739 | 2.3% | |
| 90 | 6431 | 2.1% | |
| 87 | 5208 | 1.7% | |
| 84 | 5196 | 1.7% | |
| 85 | 4898 | 1.6% | |
| 91 | 4891 | 1.6% | |
| 82 | 4880 | 1.6% | |
| 83 | 4781 | 1.6% | |
| 86 | 4760 | 1.6% | |
| Other values (181) | 172728 | 57.7% | |
| (Missing) | 70738 | 23.6% |
| Value | Count | Frequency (%) | |
| 3.5 | 1 | < 0.1% | |
| 7.6 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 219 | 1 | < 0.1% | |
| 217 | 2 | < 0.1% | |
| 216 | 2 | < 0.1% | |
| 214 | 1 | < 0.1% | |
| 211 | 1 | < 0.1% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 201157 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.01470843 |
|---|---|
| Minimum | 3 |
| Maximum | 201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 48 |
| median | 56 |
| Q3 | 67 |
| 95-th percentile | 86 |
| Maximum | 201 |
| Range | 198 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 15.44206793 |
|---|---|
| Coefficient of variation (CV) | 0.2661750503 |
| Kurtosis | 1.198414133 |
| Mean | 58.01470843 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.5988162213 |
| Sum | 5691649 |
| Variance | 238.4574621 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 52 | 2918 | 1.0% | |
| 54 | 2832 | 0.9% | |
| 53 | 2780 | 0.9% | |
| 50 | 2772 | 0.9% | |
| 55 | 2767 | 0.9% | |
| 56 | 2735 | 0.9% | |
| 51 | 2712 | 0.9% | |
| 48 | 2651 | 0.9% | |
| 49 | 2628 | 0.9% | |
| 58 | 2562 | 0.9% | |
| Other values (143) | 70750 | 23.6% | |
| (Missing) | 201157 | 67.2% |
| Value | Count | Frequency (%) | |
| 3 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 10 | 11 | < 0.1% | |
| 11 | 7 | < 0.1% | |
| 12 | 13 | < 0.1% |
| Value | Count | Frequency (%) | |
| 201 | 2 | < 0.1% | |
| 190 | 1 | < 0.1% | |
| 180 | 2 | < 0.1% | |
| 178 | 1 | < 0.1% | |
| 174 | 1 | < 0.1% |
| Distinct | 407 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 202438 |
| Missing (%) | 67.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.81612625 |
|---|---|
| Minimum | 7 |
| Maximum | 209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 54.67 |
| Q1 | 66 |
| median | 75 |
| Q3 | 86 |
| 95-th percentile | 104.7 |
| Maximum | 209 |
| Range | 202 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.55219593 |
|---|---|
| Coefficient of variation (CV) | 0.2024600391 |
| Kurtosis | 1.107803152 |
| Mean | 76.81612625 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.6422341197 |
| Sum | 7437798.24 |
| Variance | 241.8707981 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 72 | 1534 | 0.5% | |
| 70 | 1488 | 0.5% | |
| 69 | 1446 | 0.5% | |
| 68 | 1444 | 0.5% | |
| 66 | 1439 | 0.5% | |
| 71 | 1437 | 0.5% | |
| 74 | 1426 | 0.5% | |
| 75 | 1414 | 0.5% | |
| 73 | 1361 | 0.5% | |
| 77 | 1361 | 0.5% | |
| Other values (397) | 82476 | 27.6% | |
| (Missing) | 202438 | 67.6% |
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 23 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 209 | 2 | < 0.1% | |
| 199 | 1 | < 0.1% | |
| 196.7 | 1 | < 0.1% | |
| 194 | 2 | < 0.1% | |
| 189 | 1 | < 0.1% |
| Distinct | 211 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 201107 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.8042524 |
|---|---|
| Minimum | 1 |
| Maximum | 296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 102 |
| median | 116 |
| Q3 | 133 |
| 95-th percentile | 159 |
| Maximum | 296 |
| Range | 295 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 22.7380957 |
|---|---|
| Coefficient of variation (CV) | 0.1913912613 |
| Kurtosis | 0.717473763 |
| Mean | 118.8042524 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.6004254035 |
| Sum | 11661469 |
| Variance | 517.0209962 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 108 | 1846 | 0.6% | |
| 112 | 1838 | 0.6% | |
| 106 | 1829 | 0.6% | |
| 113 | 1821 | 0.6% | |
| 110 | 1821 | 0.6% | |
| 114 | 1812 | 0.6% | |
| 105 | 1781 | 0.6% | |
| 115 | 1778 | 0.6% | |
| 118 | 1757 | 0.6% | |
| 104 | 1754 | 0.6% | |
| Other values (201) | 80120 | 26.8% | |
| (Missing) | 201107 | 67.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 296 | 1 | < 0.1% | |
| 274 | 1 | < 0.1% | |
| 260 | 1 | < 0.1% | |
| 252 | 1 | < 0.1% | |
| 251 | 1 | < 0.1% |
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 244280 |
| Missing (%) | 81.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.74530773 |
|---|---|
| Minimum | 1 |
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 16 |
| median | 19 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 98 |
| Range | 97 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.517836994 |
|---|---|
| Coefficient of variation (CV) | 0.2794505445 |
| Kurtosis | 3.945178036 |
| Mean | 19.74530773 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.013344043 |
| Sum | 1085676 |
| Variance | 30.4465251 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 18 | 4741 | 1.6% | |
| 20 | 4491 | 1.5% | |
| 17 | 4231 | 1.4% | |
| 19 | 4229 | 1.4% | |
| 16 | 4079 | 1.4% | |
| 21 | 3577 | 1.2% | |
| 22 | 3400 | 1.1% | |
| 15 | 3386 | 1.1% | |
| 14 | 2851 | 1.0% | |
| 23 | 2659 | 0.9% | |
| Other values (53) | 17340 | 5.8% | |
| (Missing) | 244280 | 81.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 10 | < 0.1% | |
| 5 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 98 | 2 | < 0.1% | |
| 91 | 1 | < 0.1% | |
| 70 | 1 | < 0.1% | |
| 69 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% |
| Distinct | 107 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 213115 |
| Missing (%) | 71.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.0677547 |
|---|---|
| Minimum | 26.7 |
| Maximum | 42.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 26.7 |
|---|---|
| 5-th percentile | 35.6 |
| Q1 | 36.6 |
| median | 37.1 |
| Q3 | 37.6 |
| 95-th percentile | 38.4 |
| Maximum | 42.1 |
| Range | 15.4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.873948109 |
|---|---|
| Coefficient of variation (CV) | 0.02357704469 |
| Kurtosis | 1.918632229 |
| Mean | 37.0677547 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.381553805 |
| Sum | 3193350 |
| Variance | 0.7637852973 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 37.2 | 4562 | 1.5% | |
| 37.3 | 4387 | 1.5% | |
| 37.1 | 4324 | 1.4% | |
| 37.4 | 4208 | 1.4% | |
| 36.9 | 4070 | 1.4% | |
| 36.7 | 4052 | 1.4% | |
| 37.6 | 3934 | 1.3% | |
| 37.7 | 3890 | 1.3% | |
| 36.8 | 3743 | 1.3% | |
| 37 | 3625 | 1.2% | |
| Other values (97) | 45354 | 15.2% | |
| (Missing) | 213115 | 71.2% |
| Value | Count | Frequency (%) | |
| 26.7 | 1 | < 0.1% | |
| 28.8 | 1 | < 0.1% | |
| 29.9 | 1 | < 0.1% | |
| 30.2 | 1 | < 0.1% | |
| 30.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 42.1 | 1 | < 0.1% | |
| 41.6 | 2 | < 0.1% | |
| 41.5 | 3 | < 0.1% | |
| 41.4 | 2 | < 0.1% | |
| 41.3 | 3 | < 0.1% |
| Distinct | 551 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 163906 |
| Missing (%) | 54.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.4205906 |
|---|---|
| Minimum | 0 |
| Maximum | 11000 |
| Zeros | 2058 |
| Zeros (%) | 0.7% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 37 |
| median | 70 |
| Q3 | 140 |
| 95-th percentile | 400 |
| Maximum | 11000 |
| Range | 11000 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 185.1166149 |
|---|---|
| Coefficient of variation (CV) | 1.524589973 |
| Kurtosis | 251.6102354 |
| Mean | 121.4205906 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 10.43693225 |
| Sum | 16435248.3 |
| Variance | 34268.16111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60 | 9472 | 3.2% | |
| 100 | 8889 | 3.0% | |
| 30 | 8279 | 2.8% | |
| 80 | 8159 | 2.7% | |
| 40 | 7485 | 2.5% | |
| 50 | 7315 | 2.4% | |
| 120 | 5455 | 1.8% | |
| 45 | 4992 | 1.7% | |
| 35 | 4494 | 1.5% | |
| 20 | 4010 | 1.3% | |
| Other values (541) | 66808 | 22.3% | |
| (Missing) | 163906 | 54.8% |
| Value | Count | Frequency (%) | |
| 0 | 2058 | 0.7% | |
| 0.3 | 1 | < 0.1% | |
| 1 | 11 | < 0.1% | |
| 2 | 105 | < 0.1% | |
| 3 | 99 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11000 | 1 | < 0.1% | |
| 8000 | 1 | < 0.1% | |
| 6400 | 2 | < 0.1% | |
| 5500 | 1 | < 0.1% | |
| 5200 | 1 | < 0.1% |
| Distinct | 368 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 281007 |
| Missing (%) | 93.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.68124555 |
|---|---|
| Minimum | 9 |
| Maximum | 61.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 23.3 |
| Q1 | 27.3 |
| median | 30.3 |
| Q3 | 33.5 |
| 95-th percentile | 39.6 |
| Maximum | 61.8 |
| Range | 52.8 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 5.01209743 |
|---|---|
| Coefficient of variation (CV) | 0.1633602984 |
| Kurtosis | 0.9475847486 |
| Mean | 30.68124555 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.5016835325 |
| Sum | 560147.5 |
| Variance | 25.12112064 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 30.9 | 181 | 0.1% | |
| 30 | 179 | 0.1% | |
| 29 | 175 | 0.1% | |
| 29.2 | 174 | 0.1% | |
| 29.4 | 173 | 0.1% | |
| 29.9 | 173 | 0.1% | |
| 31.1 | 172 | 0.1% | |
| 30.6 | 172 | 0.1% | |
| 30.4 | 171 | 0.1% | |
| 29.7 | 170 | 0.1% | |
| Other values (358) | 16517 | 5.5% | |
| (Missing) | 281007 | 93.9% |
| Value | Count | Frequency (%) | |
| 9 | 1 | < 0.1% | |
| 10.3 | 1 | < 0.1% | |
| 11.1 | 1 | < 0.1% | |
| 11.8 | 1 | < 0.1% | |
| 12.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 61.8 | 1 | < 0.1% | |
| 61.2 | 1 | < 0.1% | |
| 60.3 | 1 | < 0.1% | |
| 54.5 | 1 | < 0.1% | |
| 54.4 | 1 | < 0.1% |
| Distinct | 173 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 285357 |
| Missing (%) | 95.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.41780398 |
|---|---|
| Minimum | 0 |
| Maximum | 197 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 20 |
| Q3 | 33 |
| 95-th percentile | 76 |
| Maximum | 197 |
| Range | 197 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 23.39883155 |
|---|---|
| Coefficient of variation (CV) | 0.8534174205 |
| Kurtosis | 7.414252621 |
| Mean | 27.41780398 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 2.369388481 |
| Sum | 381299.4 |
| Variance | 547.505318 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14 | 569 | 0.2% | |
| 12 | 558 | 0.2% | |
| 13 | 551 | 0.2% | |
| 11 | 539 | 0.2% | |
| 16 | 531 | 0.2% | |
| 10 | 514 | 0.2% | |
| 17 | 508 | 0.2% | |
| 15 | 499 | 0.2% | |
| 18 | 479 | 0.2% | |
| 19 | 440 | 0.1% | |
| Other values (163) | 8719 | 2.9% | |
| (Missing) | 285357 | 95.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 2 | 24 | < 0.1% | |
| 3 | 84 | < 0.1% | |
| 4 | 113 | < 0.1% | |
| 5 | 164 | 0.1% |
| Value | Count | Frequency (%) | |
| 197 | 1 | < 0.1% | |
| 186 | 1 | < 0.1% | |
| 184 | 1 | < 0.1% | |
| 183 | 1 | < 0.1% | |
| 181 | 2 | < 0.1% |
| Distinct | 145 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 285290 |
| Missing (%) | 95.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.50542436 |
|---|---|
| Minimum | 0.1 |
| Maximum | 22.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.5 |
| 95-th percentile | 4.6 |
| Maximum | 22.1 |
| Range | 22 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 1.636410062 |
|---|---|
| Coefficient of variation (CV) | 1.087009155 |
| Kurtosis | 21.66475345 |
| Mean | 1.50542436 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 3.92096963 |
| Sum | 21036.8 |
| Variance | 2.67783789 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.7 | 1471 | 0.5% | |
| 0.8 | 1383 | 0.5% | |
| 0.9 | 1340 | 0.4% | |
| 0.6 | 1267 | 0.4% | |
| 1 | 1051 | 0.4% | |
| 0.5 | 797 | 0.3% | |
| 1.1 | 771 | 0.3% | |
| 1.2 | 673 | 0.2% | |
| 1.3 | 512 | 0.2% | |
| 1.4 | 432 | 0.1% | |
| Other values (135) | 4277 | 1.4% | |
| (Missing) | 285290 | 95.3% |
| Value | Count | Frequency (%) | |
| 0.1 | 2 | < 0.1% | |
| 0.2 | 28 | < 0.1% | |
| 0.3 | 121 | < 0.1% | |
| 0.4 | 359 | 0.1% | |
| 0.5 | 797 | 0.3% |
| Value | Count | Frequency (%) | |
| 22.1 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 21.4 | 1 | < 0.1% | |
| 19.7 | 1 | < 0.1% | |
| 18.7 | 1 | < 0.1% |
| Distinct | 471 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 286253 |
| Missing (%) | 95.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.5078011 |
|---|---|
| Minimum | 10 |
| Maximum | 1143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 105 |
| median | 127 |
| Q3 | 157 |
| 95-th percentile | 248.5 |
| Maximum | 1143 |
| Range | 1133 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 67.71837733 |
|---|---|
| Coefficient of variation (CV) | 0.4785487218 |
| Kurtosis | 33.53651571 |
| Mean | 141.5078011 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 4.241965301 |
| Sum | 1841158 |
| Variance | 4585.778629 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 114 | 180 | 0.1% | |
| 118 | 175 | 0.1% | |
| 119 | 162 | 0.1% | |
| 124 | 162 | 0.1% | |
| 115 | 162 | 0.1% | |
| 112 | 159 | 0.1% | |
| 111 | 152 | 0.1% | |
| 127 | 151 | 0.1% | |
| 105 | 149 | < 0.1% | |
| 113 | 149 | < 0.1% | |
| Other values (461) | 11410 | 3.8% | |
| (Missing) | 286253 | 95.7% |
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 29 | 2 | < 0.1% | |
| 30 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1143 | 1 | < 0.1% | |
| 1097 | 1 | < 0.1% | |
| 1095 | 1 | < 0.1% | |
| 1075 | 1 | < 0.1% | |
| 915 | 1 | < 0.1% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 285663 |
| Missing (%) | 95.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.11702081 |
|---|---|
| Minimum | 5 |
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 20 |
| median | 23 |
| Q3 | 26 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 45 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.711480891 |
|---|---|
| Coefficient of variation (CV) | 0.2038100381 |
| Kurtosis | 1.364664807 |
| Mean | 23.11702081 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.03388243094 |
| Sum | 314414.6 |
| Variance | 22.19805218 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 23 | 1327 | 0.4% | |
| 25 | 1297 | 0.4% | |
| 24 | 1293 | 0.4% | |
| 22 | 1242 | 0.4% | |
| 26 | 1099 | 0.4% | |
| 21 | 949 | 0.3% | |
| 20 | 884 | 0.3% | |
| 27 | 833 | 0.3% | |
| 19 | 715 | 0.2% | |
| 28 | 575 | 0.2% | |
| Other values (34) | 3387 | 1.1% | |
| (Missing) | 285663 | 95.5% |
| Value | Count | Frequency (%) | |
| 5 | 8 | < 0.1% | |
| 6 | 6 | < 0.1% | |
| 7 | 9 | < 0.1% | |
| 8 | 23 | < 0.1% | |
| 9 | 30 | < 0.1% |
| Value | Count | Frequency (%) | |
| 50 | 1 | < 0.1% | |
| 47 | 3 | < 0.1% | |
| 45 | 4 | < 0.1% | |
| 44 | 9 | < 0.1% | |
| 43 | 3 | < 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 285679 |
| Missing (%) | 95.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.027913139 |
|---|---|
| Minimum | 0.6 |
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.2 |
| 95-th percentile | 2.7 |
| Maximum | 9.9 |
| Range | 9.3 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.4221624021 |
|---|---|
| Coefficient of variation (CV) | 0.2081757812 |
| Kurtosis | 31.64352214 |
| Mean | 2.027913139 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 2.600800415 |
| Sum | 27549.2 |
| Variance | 0.1782210938 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 1675 | 0.6% | |
| 1.9 | 1642 | 0.5% | |
| 2.1 | 1513 | 0.5% | |
| 1.8 | 1399 | 0.5% | |
| 2.2 | 1208 | 0.4% | |
| 1.7 | 1135 | 0.4% | |
| 2.3 | 896 | 0.3% | |
| 1.6 | 738 | 0.2% | |
| 2.4 | 636 | 0.2% | |
| 2.5 | 458 | 0.2% | |
| Other values (41) | 2285 | 0.8% | |
| (Missing) | 285679 | 95.5% |
| Value | Count | Frequency (%) | |
| 0.6 | 2 | < 0.1% | |
| 0.8 | 5 | < 0.1% | |
| 0.9 | 10 | < 0.1% | |
| 1 | 31 | < 0.1% | |
| 1.1 | 77 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.9 | 1 | < 0.1% | |
| 9.8 | 1 | < 0.1% | |
| 8.8 | 1 | < 0.1% | |
| 7.7 | 1 | < 0.1% | |
| 6.8 | 2 | < 0.1% |
| Distinct | 640 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 285169 |
| Missing (%) | 95.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.8166655 |
|---|---|
| Minimum | 6 |
| Maximum | 1047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 119 |
| median | 172 |
| Q3 | 238 |
| 95-th percentile | 389 |
| Maximum | 1047 |
| Range | 1041 |
| Interquartile range (IQR) | 119 |
Descriptive statistics
| Standard deviation | 106.3968232 |
|---|---|
| Coefficient of variation (CV) | 0.5575866394 |
| Kurtosis | 4.895850602 |
| Mean | 190.8166655 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 1.597836146 |
| Sum | 2689560.9 |
| Variance | 11320.284 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 139 | 82 | < 0.1% | |
| 123 | 82 | < 0.1% | |
| 150 | 82 | < 0.1% | |
| 160 | 80 | < 0.1% | |
| 188 | 78 | < 0.1% | |
| 156 | 78 | < 0.1% | |
| 144 | 77 | < 0.1% | |
| 122 | 77 | < 0.1% | |
| 131 | 75 | < 0.1% | |
| 172 | 75 | < 0.1% | |
| Other values (630) | 13309 | 4.4% | |
| (Missing) | 285169 | 95.3% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1047 | 1 | < 0.1% | |
| 1019 | 1 | < 0.1% | |
| 992 | 1 | < 0.1% | |
| 969 | 1 | < 0.1% | |
| 940 | 1 | < 0.1% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 284834 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.136223146 |
|---|---|
| Minimum | 1.8 |
| Maximum | 22.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 3.7 |
| median | 4.1 |
| Q3 | 4.5 |
| 95-th percentile | 5.3 |
| Maximum | 22.9 |
| Range | 21.1 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.7067948465 |
|---|---|
| Coefficient of variation (CV) | 0.1708792832 |
| Kurtosis | 45.50130354 |
| Mean | 4.136223146 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.949844779 |
| Sum | 59685.7 |
| Variance | 0.499558955 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.9 | 1050 | 0.4% | |
| 4 | 1039 | 0.3% | |
| 3.8 | 1032 | 0.3% | |
| 4.1 | 1015 | 0.3% | |
| 4.2 | 987 | 0.3% | |
| 3.7 | 917 | 0.3% | |
| 4.3 | 876 | 0.3% | |
| 3.6 | 793 | 0.3% | |
| 4.4 | 745 | 0.2% | |
| 3.5 | 622 | 0.2% | |
| Other values (70) | 5354 | 1.8% | |
| (Missing) | 284834 | 95.2% |
| Value | Count | Frequency (%) | |
| 1.8 | 1 | < 0.1% | |
| 1.9 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 2.1 | 5 | < 0.1% | |
| 2.2 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.9 | 1 | < 0.1% | |
| 15.6 | 1 | < 0.1% | |
| 12.7 | 1 | < 0.1% | |
| 10.9 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 285704 |
| Missing (%) | 95.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.0765487 |
|---|---|
| Minimum | 98 |
| Maximum | 177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 131 |
| Q1 | 136 |
| median | 139 |
| Q3 | 142 |
| 95-th percentile | 147 |
| Maximum | 177 |
| Range | 79 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.184241345 |
|---|---|
| Coefficient of variation (CV) | 0.03727617197 |
| Kurtosis | 5.362648181 |
| Mean | 139.0765487 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.1709214233 |
| Sum | 1885878 |
| Variance | 26.87635832 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 139 | 1398 | 0.5% | |
| 140 | 1383 | 0.5% | |
| 138 | 1202 | 0.4% | |
| 141 | 1133 | 0.4% | |
| 137 | 1129 | 0.4% | |
| 142 | 946 | 0.3% | |
| 136 | 908 | 0.3% | |
| 143 | 769 | 0.3% | |
| 135 | 733 | 0.2% | |
| 134 | 546 | 0.2% | |
| Other values (63) | 3413 | 1.1% | |
| (Missing) | 285704 | 95.5% |
| Value | Count | Frequency (%) | |
| 98 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 103 | 2 | < 0.1% | |
| 107 | 1 | < 0.1% | |
| 108 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 177 | 3 | < 0.1% | |
| 176 | 1 | < 0.1% | |
| 175 | 1 | < 0.1% | |
| 174 | 1 | < 0.1% | |
| 172 | 3 | < 0.1% |
| Distinct | 455 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 286364 |
| Missing (%) | 95.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.67075116 |
|---|---|
| Minimum | 0.1 |
| Maximum | 187.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 8.3 |
| median | 11.4 |
| Q3 | 15.4 |
| 95-th percentile | 24.305 |
| Maximum | 187.5 |
| Range | 187.4 |
| Interquartile range (IQR) | 7.1 |
Descriptive statistics
| Standard deviation | 7.643293166 |
|---|---|
| Coefficient of variation (CV) | 0.603223366 |
| Kurtosis | 80.05034911 |
| Mean | 12.67075116 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 5.507140648 |
| Sum | 163452.69 |
| Variance | 58.41993041 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9.4 | 132 | < 0.1% | |
| 10.3 | 125 | < 0.1% | |
| 10.4 | 123 | < 0.1% | |
| 9.3 | 119 | < 0.1% | |
| 9 | 116 | < 0.1% | |
| 11.1 | 115 | < 0.1% | |
| 9.5 | 115 | < 0.1% | |
| 11.2 | 115 | < 0.1% | |
| 9.1 | 114 | < 0.1% | |
| 9.2 | 113 | < 0.1% | |
| Other values (445) | 11713 | 3.9% | |
| (Missing) | 286364 | 95.7% |
| Value | Count | Frequency (%) | |
| 0.1 | 20 | < 0.1% | |
| 0.2 | 19 | < 0.1% | |
| 0.3 | 11 | < 0.1% | |
| 0.4 | 11 | < 0.1% | |
| 0.5 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 187.5 | 1 | < 0.1% | |
| 162 | 1 | < 0.1% | |
| 155.6 | 1 | < 0.1% | |
| 140.8 | 1 | < 0.1% | |
| 137.8 | 1 | < 0.1% |
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 274920 |
| Missing (%) | 91.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.374608117 |
|---|---|
| Minimum | 6.82 |
| Maximum | 7.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6.82 |
|---|---|
| 5-th percentile | 7.24 |
| Q1 | 7.33 |
| median | 7.38 |
| Q3 | 7.43 |
| 95-th percentile | 7.48 |
| Maximum | 7.69 |
| Range | 0.87 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.07737722529 |
|---|---|
| Coefficient of variation (CV) | 0.01049238469 |
| Kurtosis | 2.31720516 |
| Mean | 7.374608117 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -0.8520869837 |
| Sum | 179527.46 |
| Variance | 0.005987234993 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7.4 | 1516 | 0.5% | |
| 7.38 | 1449 | 0.5% | |
| 7.42 | 1389 | 0.5% | |
| 7.39 | 1377 | 0.5% | |
| 7.37 | 1362 | 0.5% | |
| 7.41 | 1352 | 0.5% | |
| 7.36 | 1274 | 0.4% | |
| 7.43 | 1167 | 0.4% | |
| 7.35 | 1159 | 0.4% | |
| 7.44 | 1071 | 0.4% | |
| Other values (71) | 11228 | 3.8% | |
| (Missing) | 274920 | 91.9% |
| Value | Count | Frequency (%) | |
| 6.82 | 1 | < 0.1% | |
| 6.86 | 1 | < 0.1% | |
| 6.87 | 1 | < 0.1% | |
| 6.88 | 1 | < 0.1% | |
| 6.89 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.69 | 1 | < 0.1% | |
| 7.66 | 2 | < 0.1% | |
| 7.64 | 1 | < 0.1% | |
| 7.63 | 5 | < 0.1% | |
| 7.62 | 5 | < 0.1% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 275971 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.47474778 |
|---|---|
| Minimum | 0.3 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 35 |
| median | 39 |
| Q3 | 45 |
| 95-th percentile | 56 |
| Maximum | 100 |
| Range | 99.7 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.126216749 |
|---|---|
| Coefficient of variation (CV) | 0.2254792741 |
| Kurtosis | 4.41429874 |
| Mean | 40.47474778 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.313825339 |
| Sum | 942778.3 |
| Variance | 83.28783216 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 38 | 1350 | 0.5% | |
| 40 | 1318 | 0.4% | |
| 37 | 1315 | 0.4% | |
| 39 | 1295 | 0.4% | |
| 36 | 1197 | 0.4% | |
| 41 | 1195 | 0.4% | |
| 42 | 1159 | 0.4% | |
| 35 | 1061 | 0.4% | |
| 43 | 1024 | 0.3% | |
| 34 | 991 | 0.3% | |
| Other values (80) | 11388 | 3.8% | |
| (Missing) | 275971 | 92.2% |
| Value | Count | Frequency (%) | |
| 0.3 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 15 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 2 | < 0.1% | |
| 99 | 1 | < 0.1% | |
| 98 | 2 | < 0.1% | |
| 97 | 2 | < 0.1% | |
| 96 | 1 | < 0.1% |
| Distinct | 480 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 275996 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.4152686 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 90 |
| median | 121 |
| Q3 | 176 |
| 95-th percentile | 362 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 89.30079327 |
|---|---|
| Coefficient of variation (CV) | 0.5936950025 |
| Kurtosis | 2.366401594 |
| Mean | 150.4152686 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 1.658089687 |
| Sum | 3499862.47 |
| Variance | 7974.631679 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 78 | 232 | 0.1% | |
| 80 | 230 | 0.1% | |
| 89 | 228 | 0.1% | |
| 94 | 227 | 0.1% | |
| 86 | 226 | 0.1% | |
| 96 | 224 | 0.1% | |
| 88 | 224 | 0.1% | |
| 99 | 224 | 0.1% | |
| 82 | 222 | 0.1% | |
| 93 | 220 | 0.1% | |
| Other values (470) | 21011 | 7.0% | |
| (Missing) | 275996 | 92.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 7.47 | 1 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 500 | 3 | < 0.1% | |
| 499 | 1 | < 0.1% | |
| 498 | 3 | < 0.1% | |
| 497 | 3 | < 0.1% | |
| 496 | 4 | < 0.1% |
| Distinct | 168 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 154378 |
| Missing (%) | 51.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.56919233 |
|---|---|
| Minimum | 1 |
| Maximum | 268 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 51 |
| median | 58 |
| Q3 | 67 |
| 95-th percentile | 82 |
| Maximum | 268 |
| Range | 267 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.7124817 |
|---|---|
| Coefficient of variation (CV) | 0.2134069843 |
| Kurtosis | 4.552242061 |
| Mean | 59.56919233 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.018310272 |
| Sum | 8630742 |
| Variance | 161.6071909 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 56 | 5204 | 1.7% | |
| 53 | 5193 | 1.7% | |
| 54 | 5110 | 1.7% | |
| 57 | 5089 | 1.7% | |
| 55 | 5067 | 1.7% | |
| 58 | 5023 | 1.7% | |
| 60 | 4888 | 1.6% | |
| 52 | 4845 | 1.6% | |
| 59 | 4727 | 1.6% | |
| 51 | 4688 | 1.6% | |
| Other values (158) | 95052 | 31.8% | |
| (Missing) | 154378 | 51.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 268 | 2 | < 0.1% | |
| 258 | 1 | < 0.1% | |
| 239 | 1 | < 0.1% | |
| 228 | 2 | < 0.1% | |
| 215 | 1 | < 0.1% |
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 266874 |
| Missing (%) | 89.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5452014511 |
|---|---|
| Minimum | 0.21 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.21 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.4 |
| median | 0.5 |
| Q3 | 0.6 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.79 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1898494258 |
|---|---|
| Coefficient of variation (CV) | 0.3482188565 |
| Kurtosis | 0.883968193 |
| Mean | 0.5452014511 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 1.384931114 |
| Sum | 17659.075 |
| Variance | 0.03604280449 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4 | 10938 | 3.7% | |
| 0.5 | 10288 | 3.4% | |
| 1 | 3357 | 1.1% | |
| 0.6 | 3240 | 1.1% | |
| 0.7 | 1863 | 0.6% | |
| 0.8 | 891 | 0.3% | |
| 0.35 | 689 | 0.2% | |
| 0.3 | 535 | 0.2% | |
| 0.95 | 168 | 0.1% | |
| 0.9 | 110 | < 0.1% | |
| Other values (27) | 311 | 0.1% | |
| (Missing) | 266874 | 89.2% |
| Value | Count | Frequency (%) | |
| 0.21 | 6 | < 0.1% | |
| 0.22 | 1 | < 0.1% | |
| 0.24 | 5 | < 0.1% | |
| 0.25 | 1 | < 0.1% | |
| 0.28 | 25 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 3357 | 1.1% | |
| 0.99 | 1 | < 0.1% | |
| 0.98 | 4 | < 0.1% | |
| 0.96 | 6 | < 0.1% | |
| 0.95 | 168 | 0.1% |
| Distinct | 286 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 155399 |
| Missing (%) | 51.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.83191881 |
|---|---|
| Minimum | 1 |
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 59 |
| Q1 | 69 |
| median | 77 |
| Q3 | 88 |
| 95-th percentile | 108 |
| Maximum | 300 |
| Range | 299 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 16.92625844 |
|---|---|
| Coefficient of variation (CV) | 0.2120236955 |
| Kurtosis | 16.28624572 |
| Mean | 79.83191881 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.13676431 |
| Sum | 11485019 |
| Variance | 286.4982249 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 73 | 4286 | 1.4% | |
| 72 | 4233 | 1.4% | |
| 74 | 4141 | 1.4% | |
| 75 | 4140 | 1.4% | |
| 71 | 4136 | 1.4% | |
| 70 | 4094 | 1.4% | |
| 77 | 4031 | 1.3% | |
| 76 | 4028 | 1.3% | |
| 69 | 3963 | 1.3% | |
| 78 | 3938 | 1.3% | |
| Other values (276) | 102875 | 34.4% | |
| (Missing) | 155399 | 51.9% |
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 2 | 14 | < 0.1% | |
| 3 | 9 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 300 | 2 | < 0.1% | |
| 299 | 1 | < 0.1% | |
| 295 | 3 | < 0.1% | |
| 294 | 2 | < 0.1% | |
| 292 | 1 | < 0.1% |
MechVent
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 268120 | 89.6% | |
| 1 | 31144 | 10.4% |
| Distinct | 237 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 154299 |
| Missing (%) | 51.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.2587797 |
|---|---|
| Minimum | 6 |
| Maximum | 295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 102 |
| median | 116 |
| Q3 | 134 |
| 95-th percentile | 162 |
| Maximum | 295 |
| Range | 289 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 23.70398887 |
|---|---|
| Coefficient of variation (CV) | 0.1987609543 |
| Kurtosis | 0.8593703447 |
| Mean | 119.2587797 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.6457966038 |
| Sum | 17288349 |
| Variance | 561.8790882 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 110 | 2685 | 0.9% | |
| 109 | 2682 | 0.9% | |
| 105 | 2625 | 0.9% | |
| 107 | 2610 | 0.9% | |
| 108 | 2600 | 0.9% | |
| 114 | 2599 | 0.9% | |
| 113 | 2593 | 0.9% | |
| 112 | 2593 | 0.9% | |
| 106 | 2580 | 0.9% | |
| 104 | 2575 | 0.9% | |
| Other values (227) | 118823 | 39.7% | |
| (Missing) | 154299 | 51.6% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 295 | 1 | < 0.1% | |
| 284 | 2 | < 0.1% | |
| 282 | 1 | < 0.1% | |
| 279 | 1 | < 0.1% | |
| 275 | 1 | < 0.1% |
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 291079 |
| Missing (%) | 97.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.63706781 |
|---|---|
| Minimum | 26 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 92 |
| Q1 | 96 |
| median | 97 |
| Q3 | 98 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 74 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.400294565 |
|---|---|
| Coefficient of variation (CV) | 0.03518623487 |
| Kurtosis | 111.2848844 |
| Mean | 96.63706781 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -8.077585088 |
| Sum | 790974.4 |
| Variance | 11.56200313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 98 | 2841 | 0.9% | |
| 97 | 1750 | 0.6% | |
| 99 | 1028 | 0.3% | |
| 96 | 935 | 0.3% | |
| 95 | 540 | 0.2% | |
| 94 | 358 | 0.1% | |
| 93 | 183 | 0.1% | |
| 92 | 128 | < 0.1% | |
| 100 | 103 | < 0.1% | |
| 91 | 84 | < 0.1% | |
| Other values (37) | 235 | 0.1% | |
| (Missing) | 291079 | 97.3% |
| Value | Count | Frequency (%) | |
| 26 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 103 | < 0.1% | |
| 99 | 1028 | 0.3% | |
| 98 | 2841 | 0.9% | |
| 97 | 1750 | 0.6% | |
| 96 | 935 | 0.3% |
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 296909 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.922547771 |
|---|---|
| Minimum | 1 |
| Maximum | 5.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 2.5 |
| median | 2.9 |
| Q3 | 3.4 |
| 95-th percentile | 4 |
| Maximum | 5.3 |
| Range | 4.3 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.6515952301 |
|---|---|
| Coefficient of variation (CV) | 0.2229545182 |
| Kurtosis | -0.2980872208 |
| Mean | 2.922547771 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.05321727513 |
| Sum | 6882.6 |
| Variance | 0.4245763438 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.1 | 153 | 0.1% | |
| 2.7 | 150 | 0.1% | |
| 3 | 143 | < 0.1% | |
| 2.8 | 127 | < 0.1% | |
| 2.9 | 124 | < 0.1% | |
| 2.5 | 120 | < 0.1% | |
| 2.6 | 116 | < 0.1% | |
| 3.2 | 113 | < 0.1% | |
| 2.3 | 110 | < 0.1% | |
| 3.4 | 110 | < 0.1% | |
| Other values (31) | 1089 | 0.4% | |
| (Missing) | 296909 | 99.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 1.1 | 3 | < 0.1% | |
| 1.2 | 3 | < 0.1% | |
| 1.3 | 7 | < 0.1% | |
| 1.4 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4.9 | 1 | < 0.1% | |
| 4.8 | 2 | < 0.1% | |
| 4.6 | 5 | < 0.1% |
| Distinct | 387 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 296174 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.7537217 |
|---|---|
| Minimum | 12 |
| Maximum | 2205 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 59 |
| median | 82 |
| Q3 | 122 |
| 95-th percentile | 300 |
| Maximum | 2205 |
| Range | 2193 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 133.9463125 |
|---|---|
| Coefficient of variation (CV) | 1.147255184 |
| Kurtosis | 61.44881496 |
| Mean | 116.7537217 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 6.359854528 |
| Sum | 360769 |
| Variance | 17941.61463 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 61 | 51 | < 0.1% | |
| 73 | 41 | < 0.1% | |
| 48 | 40 | < 0.1% | |
| 46 | 40 | < 0.1% | |
| 67 | 39 | < 0.1% | |
| 47 | 39 | < 0.1% | |
| 80 | 39 | < 0.1% | |
| 65 | 38 | < 0.1% | |
| 66 | 36 | < 0.1% | |
| 63 | 36 | < 0.1% | |
| Other values (377) | 2691 | 0.9% | |
| (Missing) | 296174 | 99.0% |
| Value | Count | Frequency (%) | |
| 12 | 1 | < 0.1% | |
| 13 | 2 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 21 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2205 | 1 | < 0.1% | |
| 1978 | 1 | < 0.1% | |
| 1752 | 1 | < 0.1% | |
| 1504 | 1 | < 0.1% | |
| 1501 | 1 | < 0.1% |
| Distinct | 753 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 296089 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 394.6170079 |
|---|---|
| Minimum | 1 |
| Maximum | 11470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| median | 43 |
| Q3 | 162 |
| 95-th percentile | 2199.6 |
| Maximum | 11470 |
| Range | 11469 |
| Interquartile range (IQR) | 142 |
Descriptive statistics
| Standard deviation | 1200.5279 |
|---|---|
| Coefficient of variation (CV) | 3.042260917 |
| Kurtosis | 32.76188826 |
| Mean | 394.6170079 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 5.310892617 |
| Sum | 1252909 |
| Variance | 1441267.24 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 17 | 83 | < 0.1% | |
| 15 | 72 | < 0.1% | |
| 14 | 72 | < 0.1% | |
| 18 | 71 | < 0.1% | |
| 13 | 70 | < 0.1% | |
| 16 | 70 | < 0.1% | |
| 20 | 60 | < 0.1% | |
| 12 | 59 | < 0.1% | |
| 11 | 53 | < 0.1% | |
| 19 | 50 | < 0.1% | |
| Other values (743) | 2515 | 0.8% | |
| (Missing) | 296089 | 98.9% |
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 8 | < 0.1% | |
| 5 | 12 | < 0.1% | |
| 6 | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11470 | 1 | < 0.1% | |
| 11030 | 1 | < 0.1% | |
| 10830 | 1 | < 0.1% | |
| 10470 | 1 | < 0.1% | |
| 10440 | 1 | < 0.1% |
| Distinct | 812 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 296084 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 506.541195 |
|---|---|
| Minimum | 4 |
| Maximum | 18430 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 31 |
| median | 64 |
| Q3 | 209 |
| 95-th percentile | 2657.3 |
| Maximum | 18430 |
| Range | 18426 |
| Interquartile range (IQR) | 178 |
Descriptive statistics
| Standard deviation | 1516.87086 |
|---|---|
| Coefficient of variation (CV) | 2.994565644 |
| Kurtosis | 34.76718772 |
| Mean | 506.541195 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 5.340144463 |
| Sum | 1610801 |
| Variance | 2300897.205 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 17 | 55 | < 0.1% | |
| 20 | 54 | < 0.1% | |
| 24 | 53 | < 0.1% | |
| 18 | 46 | < 0.1% | |
| 28 | 43 | < 0.1% | |
| 23 | 42 | < 0.1% | |
| 30 | 41 | < 0.1% | |
| 22 | 41 | < 0.1% | |
| 26 | 40 | < 0.1% | |
| 21 | 39 | < 0.1% | |
| Other values (802) | 2726 | 0.9% | |
| (Missing) | 296084 | 98.9% |
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 18430 | 1 | < 0.1% | |
| 16040 | 1 | < 0.1% | |
| 15680 | 1 | < 0.1% | |
| 14220 | 1 | < 0.1% | |
| 13760 | 1 | < 0.1% |
| Distinct | 243 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 296074 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.909404389 |
|---|---|
| Minimum | 0.1 |
| Maximum | 47.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 0.9 |
| Q3 | 2.3 |
| 95-th percentile | 13.3 |
| Maximum | 47.7 |
| Range | 47.6 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 5.905639259 |
|---|---|
| Coefficient of variation (CV) | 2.029844762 |
| Kurtosis | 18.66478149 |
| Mean | 2.909404389 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 4.06062826 |
| Sum | 9281 |
| Variance | 34.87657506 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4 | 279 | 0.1% | |
| 0.5 | 266 | 0.1% | |
| 0.3 | 266 | 0.1% | |
| 0.6 | 220 | 0.1% | |
| 0.7 | 194 | 0.1% | |
| 0.2 | 150 | 0.1% | |
| 0.8 | 147 | < 0.1% | |
| 0.9 | 121 | < 0.1% | |
| 1 | 103 | < 0.1% | |
| 1.1 | 84 | < 0.1% | |
| Other values (233) | 1360 | 0.5% | |
| (Missing) | 296074 | 98.9% |
| Value | Count | Frequency (%) | |
| 0.1 | 39 | < 0.1% | |
| 0.2 | 150 | 0.1% | |
| 0.3 | 266 | 0.1% | |
| 0.4 | 279 | 0.1% | |
| 0.5 | 266 | 0.1% |
| Value | Count | Frequency (%) | |
| 47.7 | 1 | < 0.1% | |
| 46.9 | 1 | < 0.1% | |
| 45.9 | 1 | < 0.1% | |
| 45.8 | 1 | < 0.1% | |
| 45.5 | 2 | < 0.1% |
| Distinct | 201 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 291240 |
| Missing (%) | 97.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.924779412 |
|---|---|
| Minimum | 0.3 |
| Maximum | 29.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.9 |
| Q1 | 1.4 |
| median | 2.1 |
| Q3 | 3.4 |
| 95-th percentile | 7.9 |
| Maximum | 29.3 |
| Range | 29 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.579301801 |
|---|---|
| Coefficient of variation (CV) | 0.8818790884 |
| Kurtosis | 13.20563265 |
| Mean | 2.924779412 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 2.974960407 |
| Sum | 23468.43 |
| Variance | 6.652797783 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.4 | 373 | 0.1% | |
| 1.2 | 353 | 0.1% | |
| 1.3 | 348 | 0.1% | |
| 1.6 | 343 | 0.1% | |
| 1.5 | 328 | 0.1% | |
| 1.1 | 318 | 0.1% | |
| 1.7 | 281 | 0.1% | |
| 1.9 | 276 | 0.1% | |
| 1 | 276 | 0.1% | |
| 1.8 | 263 | 0.1% | |
| Other values (191) | 4865 | 1.6% | |
| (Missing) | 291240 | 97.3% |
| Value | Count | Frequency (%) | |
| 0.3 | 1 | < 0.1% | |
| 0.4 | 4 | < 0.1% | |
| 0.5 | 17 | < 0.1% | |
| 0.6 | 49 | < 0.1% | |
| 0.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29.3 | 1 | < 0.1% | |
| 25.8 | 1 | < 0.1% | |
| 24.9 | 1 | < 0.1% | |
| 24.7 | 1 | < 0.1% | |
| 24.6 | 1 | < 0.1% |
| Distinct | 140 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 298949 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.5174603 |
|---|---|
| Minimum | 28 |
| Maximum | 330 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 90.7 |
| Q1 | 123 |
| median | 152 |
| Q3 | 188 |
| 95-th percentile | 227.9 |
| Maximum | 330 |
| Range | 302 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 46.06809741 |
|---|---|
| Coefficient of variation (CV) | 0.2943320018 |
| Kurtosis | 0.7475315175 |
| Mean | 156.5174603 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.5076566933 |
| Sum | 49303 |
| Variance | 2122.269599 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 111 | 8 | < 0.1% | |
| 150 | 5 | < 0.1% | |
| 164 | 5 | < 0.1% | |
| 154 | 5 | < 0.1% | |
| 149 | 4 | < 0.1% | |
| 113 | 4 | < 0.1% | |
| 180 | 4 | < 0.1% | |
| 161 | 4 | < 0.1% | |
| 92 | 4 | < 0.1% | |
| 158 | 4 | < 0.1% | |
| Other values (130) | 268 | 0.1% | |
| (Missing) | 298949 | 99.9% |
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 68 | 1 | < 0.1% | |
| 73 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 330 | 1 | < 0.1% | |
| 307 | 2 | < 0.1% | |
| 297 | 1 | < 0.1% | |
| 289 | 1 | < 0.1% | |
| 263 | 2 | < 0.1% |
| Distinct | 163 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 298829 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.151264368 |
|---|---|
| Minimum | 0.3 |
| Maximum | 49.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.9 |
| median | 2.6 |
| Q3 | 10 |
| 95-th percentile | 29.59 |
| Maximum | 49.2 |
| Range | 48.9 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 9.767399317 |
|---|---|
| Coefficient of variation (CV) | 1.365828309 |
| Kurtosis | 4.563655347 |
| Mean | 7.151264368 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 2.14030144 |
| Sum | 3110.8 |
| Variance | 95.40208941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3 | 22 | < 0.1% | |
| 0.4 | 18 | < 0.1% | |
| 0.7 | 18 | < 0.1% | |
| 0.5 | 17 | < 0.1% | |
| 0.8 | 14 | < 0.1% | |
| 1.2 | 13 | < 0.1% | |
| 0.6 | 13 | < 0.1% | |
| 1.1 | 12 | < 0.1% | |
| 1 | 10 | < 0.1% | |
| 2 | 9 | < 0.1% | |
| Other values (153) | 289 | 0.1% | |
| (Missing) | 298829 | 99.9% |
| Value | Count | Frequency (%) | |
| 0.3 | 22 | < 0.1% | |
| 0.4 | 18 | < 0.1% | |
| 0.5 | 17 | < 0.1% | |
| 0.6 | 13 | < 0.1% | |
| 0.7 | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49.2 | 1 | < 0.1% | |
| 48.3 | 1 | < 0.1% | |
| 47.5 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 44.2 | 1 | < 0.1% |
| Distinct | 451 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 297141 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.200022138 |
|---|---|
| Minimum | 0.01 |
| Maximum | 24.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.06 |
| median | 0.2 |
| Q3 | 1.02 |
| 95-th percentile | 5.882 |
| Maximum | 24.91 |
| Range | 24.9 |
| Interquartile range (IQR) | 0.96 |
Descriptive statistics
| Standard deviation | 2.716002474 |
|---|---|
| Coefficient of variation (CV) | 2.26329364 |
| Kurtosis | 27.01077757 |
| Mean | 1.200022138 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | 4.60596652 |
| Sum | 2547.647 |
| Variance | 7.376669438 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.02 | 125 | < 0.1% | |
| 0.03 | 123 | < 0.1% | |
| 0.04 | 90 | < 0.1% | |
| 0.06 | 73 | < 0.1% | |
| 0.05 | 64 | < 0.1% | |
| 0.01 | 62 | < 0.1% | |
| 0.07 | 59 | < 0.1% | |
| 0.13 | 54 | < 0.1% | |
| 0.11 | 53 | < 0.1% | |
| 0.1 | 50 | < 0.1% | |
| Other values (441) | 1370 | 0.5% | |
| (Missing) | 297141 | 99.3% |
| Value | Count | Frequency (%) | |
| 0.01 | 62 | < 0.1% | |
| 0.02 | 125 | < 0.1% | |
| 0.03 | 123 | < 0.1% | |
| 0.04 | 90 | < 0.1% | |
| 0.05 | 64 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24.91 | 1 | < 0.1% | |
| 24.8 | 1 | < 0.1% | |
| 24.46 | 1 | < 0.1% | |
| 24.04 | 1 | < 0.1% | |
| 23.93 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| PATIENT_ID | Time | Weight | GCS | HR | NIDiasABP | NIMAP | NISysABP | RespRate | Temp | Urine | HCT | BUN | Creatinine | Glucose | HCO3 | Mg | Platelets | K | Na | WBC | pH | PaCO2 | PaO2 | DiasABP | FiO2 | MAP | MechVent | SysABP | SaO2 | Albumin | ALP | ALT | AST | Bilirubin | Lactate | Cholesterol | TroponinI | TroponinT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 132539 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 132539 | 0.116667 | NaN | 15.0 | 73.0 | 65.0 | 92.33 | 147.0 | 19.0 | 35.1 | 900.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 132539 | 0.616667 | NaN | NaN | 77.0 | 58.0 | 91.00 | 157.0 | 19.0 | 35.6 | 60.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 132539 | 1.616667 | NaN | NaN | 60.0 | 62.0 | 87.00 | 137.0 | 18.0 | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 132539 | 2.616667 | NaN | NaN | 62.0 | 52.0 | 75.67 | 123.0 | 19.0 | NaN | 170.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 132539 | 3.133333 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 132539 | 3.616667 | NaN | 15.0 | 80.0 | 52.0 | 72.67 | 114.0 | 20.0 | 37.8 | 60.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 132539 | 4.616667 | NaN | NaN | 74.0 | NaN | NaN | NaN | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 132539 | 5.616667 | NaN | NaN | 73.0 | 45.0 | 66.67 | 110.0 | 17.0 | NaN | 170.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 132539 | 7.616667 | NaN | 15.0 | 64.0 | 49.0 | 68.33 | 107.0 | 15.0 | 38.1 | 120.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| PATIENT_ID | Time | Weight | GCS | HR | NIDiasABP | NIMAP | NISysABP | RespRate | Temp | Urine | HCT | BUN | Creatinine | Glucose | HCO3 | Mg | Platelets | K | Na | WBC | pH | PaCO2 | PaO2 | DiasABP | FiO2 | MAP | MechVent | SysABP | SaO2 | Albumin | ALP | ALT | AST | Bilirubin | Lactate | Cholesterol | TroponinI | TroponinT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 299254 | 142673 | 43.10 | 87.3 | NaN | 120.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299255 | 142673 | 43.60 | 87.3 | NaN | 86.0 | 87.0 | 90.0 | 122.0 | NaN | 37.7 | 25.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 52.0 | NaN | 75.0 | 0 | 112.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299256 | 142673 | 43.75 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7.34 | 40.0 | 122.0 | NaN | NaN | NaN | 0 | NaN | 98.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299257 | 142673 | 44.10 | 87.3 | NaN | 92.0 | 55.0 | 63.0 | 101.0 | NaN | 37.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 55.0 | NaN | 76.0 | 0 | 112.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299258 | 142673 | 44.60 | 87.3 | 15.0 | 82.0 | NaN | NaN | NaN | NaN | NaN | 25.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 43.0 | 0.5 | 67.0 | 0 | 108.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299259 | 142673 | 45.60 | 87.3 | 14.0 | 85.0 | 82.0 | 92.0 | 120.0 | NaN | NaN | 23.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | NaN | 73.0 | 0 | 112.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299260 | 142673 | 45.65 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7.31 | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299261 | 142673 | 46.60 | 87.3 | NaN | 86.0 | 67.0 | 83.0 | 133.0 | NaN | 37.3 | 40.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 54.0 | NaN | 80.0 | 0 | 121.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299262 | 142673 | 47.35 | 87.3 | NaN | 86.0 | 66.0 | 82.0 | 129.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 57.0 | NaN | 84.0 | 0 | 127.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 299263 | 142673 | 47.60 | 87.3 | NaN | 84.0 | NaN | NaN | NaN | NaN | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 59.0 | NaN | 86.0 | 0 | 129.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |